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CA3146077A1 - Systemes et procedes pour la preparation d'echantillons, le sequencage d'echantillons, la correction de biais de donnees de sequencage et le controle de qualite - Google Patents

Systemes et procedes pour la preparation d'echantillons, le sequencage d'echantillons, la correction de biais de donnees de sequencage et le controle de qualite

Info

Publication number
CA3146077A1
CA3146077A1 CA3146077A CA3146077A CA3146077A1 CA 3146077 A1 CA3146077 A1 CA 3146077A1 CA 3146077 A CA3146077 A CA 3146077A CA 3146077 A CA3146077 A CA 3146077A CA 3146077 A1 CA3146077 A1 CA 3146077A1
Authority
CA
Canada
Prior art keywords
rna
data
expression data
gene
sequence
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CA3146077A
Other languages
English (en)
Inventor
Ekaterina Nuzhdina
Alexander BAGAEV
Maksim Chelushkin
Yaroslav Lozinsky
Natalia Miheecheva
Alexander Zaitsev
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
BostonGene Corp
Original Assignee
BostonGene Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by BostonGene Corp filed Critical BostonGene Corp
Publication of CA3146077A1 publication Critical patent/CA3146077A1/fr
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B30/00ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • G16B30/10Sequence alignment; Homology search
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6806Preparing nucleic acids for analysis, e.g. for polymerase chain reaction [PCR] assay
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6869Methods for sequencing
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B20/00ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B20/00ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • G16B20/20Allele or variant detection, e.g. single nucleotide polymorphism [SNP] detection
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B25/00ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
    • G16B25/10Gene or protein expression profiling; Expression-ratio estimation or normalisation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B30/00ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B35/00ICT specially adapted for in silico combinatorial libraries of nucleic acids, proteins or peptides
    • G16B35/10Design of libraries
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2535/00Reactions characterised by the assay type for determining the identity of a nucleotide base or a sequence of oligonucleotides
    • C12Q2535/122Massive parallel sequencing
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2537/00Reactions characterised by the reaction format or use of a specific feature
    • C12Q2537/10Reactions characterised by the reaction format or use of a specific feature the purpose or use of
    • C12Q2537/165Mathematical modelling, e.g. logarithm, ratio

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Biotechnology (AREA)
  • Biophysics (AREA)
  • Medical Informatics (AREA)
  • Analytical Chemistry (AREA)
  • Organic Chemistry (AREA)
  • Genetics & Genomics (AREA)
  • Molecular Biology (AREA)
  • Evolutionary Biology (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Theoretical Computer Science (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Zoology (AREA)
  • Wood Science & Technology (AREA)
  • Biochemistry (AREA)
  • Microbiology (AREA)
  • Immunology (AREA)
  • General Engineering & Computer Science (AREA)
  • Library & Information Science (AREA)
  • Public Health (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Biomedical Technology (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Apparatus Associated With Microorganisms And Enzymes (AREA)
  • Medicines That Contain Protein Lipid Enzymes And Other Medicines (AREA)

Abstract

L'invention concerne divers procédés de collecte et de traitement d'échantillons de tumeur et/ou de tissu sain pour extraire de l'acide nucléique et effectuer un séquençage d'acide nucléique. L'invention concerne également divers procédés de traitement de données de séquençage d'acide nucléique destinés à éliminer le biais des données de séquençage d'acide nucléique. L'invention concerne en outre divers procédés d'évaluation de la qualité d'informations de séquence d'acide nucléique. L'identité et/ou l'intégrité de données de séquence d'acide nucléique sont évaluées avant l'utilisation des informations de séquence pour une analyse ultérieure (par exemple à des fins diagnostiques, pronostiques ou cliniques). Les procédés permettent à un sujet, un médecin ou un utilisateur de caractériser ou classer divers types de cancer avec précision, et de déterminer ainsi une thérapie ou une combinaison de thérapies qui peuvent être efficaces pour traiter un cancer chez un sujet en fonction de la caractérisation précise.
CA3146077A 2019-07-03 2020-07-03 Systemes et procedes pour la preparation d'echantillons, le sequencage d'echantillons, la correction de biais de donnees de sequencage et le controle de qualite Pending CA3146077A1 (fr)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201962870622P 2019-07-03 2019-07-03
US62/870,622 2019-07-03
US202062991570P 2020-03-18 2020-03-18
US62/991,570 2020-03-18
PCT/IB2020/000928 WO2021028726A2 (fr) 2019-07-03 2020-07-03 Systèmes et procédés pour la préparation d'échantillons, le séquençage d'échantillons, la correction de biais de données de séquençage et le contrôle de qualité

Publications (1)

Publication Number Publication Date
CA3146077A1 true CA3146077A1 (fr) 2021-02-18

Family

ID=71948730

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3146077A Pending CA3146077A1 (fr) 2019-07-03 2020-07-03 Systemes et procedes pour la preparation d'echantillons, le sequencage d'echantillons, la correction de biais de donnees de sequencage et le controle de qualite

Country Status (7)

Country Link
US (3) US12205675B2 (fr)
EP (1) EP3994696A2 (fr)
JP (1) JP2022538499A (fr)
AU (1) AU2020327680A1 (fr)
CA (1) CA3146077A1 (fr)
IL (1) IL289254A (fr)
WO (1) WO2021028726A2 (fr)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11094397B2 (en) * 2017-05-12 2021-08-17 Noblis, Inc. Secure communication of sensitive genomic information using probabilistic data structures
CA3146077A1 (fr) 2019-07-03 2021-02-18 Bostongene Corporation Systemes et procedes pour la preparation d'echantillons, le sequencage d'echantillons, la correction de biais de donnees de sequencage et le controle de qualite
US20240076744A1 (en) * 2021-01-21 2024-03-07 Tempus Labs, Inc. METHODS AND SYSTEMS FOR mRNA BOUNDARY ANALYSIS IN NEXT GENERATION SEQUENCING
AU2022275923A1 (en) 2021-05-18 2023-11-23 Bostongene Corporation Techniques for single sample expression projection to an expression cohort sequenced with another protocol
WO2023081117A1 (fr) * 2021-11-02 2023-05-11 The Regents Of The University Of California Ciblage d'immunothérapie
CN114093420B (zh) * 2022-01-11 2022-05-27 山东建筑大学 一种基于XGBoost的DNA重组位点预测方法
WO2023168049A2 (fr) * 2022-03-04 2023-09-07 Bostongene Corporation Signatures d'expression de gène de cytokine
WO2024026275A1 (fr) * 2022-07-29 2024-02-01 Foundation Medicine, Inc. Méthodes et systèmes d'identification de perte d'hétérozygotie des hla-i
WO2024159068A1 (fr) * 2023-01-26 2024-08-02 Twist Bioscience Corporation Contrôle de qualité pour stockage de données d'adn
CN118389712B (zh) * 2024-06-28 2024-09-17 南京农业大学 一种与鸡开产体重性状相关的ncapg-lcorl基因座分子标记及其应用

Family Cites Families (37)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4777127A (en) 1985-09-30 1988-10-11 Labsystems Oy Human retrovirus-related products and methods of diagnosing and treating conditions associated with said retrovirus
GB8702816D0 (en) 1987-02-07 1987-03-11 Al Sumidaie A M K Obtaining retrovirus-containing fraction
US5219740A (en) 1987-02-13 1993-06-15 Fred Hutchinson Cancer Research Center Retroviral gene transfer into diploid fibroblasts for gene therapy
US5422120A (en) 1988-05-30 1995-06-06 Depotech Corporation Heterovesicular liposomes
AP129A (en) 1988-06-03 1991-04-17 Smithkline Biologicals S A Expression of retrovirus gag protein eukaryotic cells
JP2752788B2 (ja) 1989-01-23 1998-05-18 カイロン コーポレイション 感染および過剰増殖障害の為の組換え療法
US5703055A (en) 1989-03-21 1997-12-30 Wisconsin Alumni Research Foundation Generation of antibodies through lipid mediated DNA delivery
CA2357538A1 (fr) 1989-03-21 1990-10-04 Wisconsin Alumni Research Foundation Expression des sequences pollynocleotides exogenes chez un vertebre
EP1645635A3 (fr) 1989-08-18 2010-07-07 Oxford Biomedica (UK) Limited Retrovirus recombinants défectifs pour la réplication exprimant un palliatif
US5585362A (en) 1989-08-22 1996-12-17 The Regents Of The University Of Michigan Adenovirus vectors for gene therapy
ZA911974B (en) 1990-03-21 1994-08-22 Res Dev Foundation Heterovesicular liposomes
EP0648271B1 (fr) 1991-08-20 2003-04-16 THE GOVERNMENT OF THE UNITED STATES OF AMERICA as represented by the SECRETARY OF THE DEPARTMENT OF HEALTH AND HUMAN SERVICES Transfert induit par adenovirus de genes vers la voie gastro-intestinale
WO1993010218A1 (fr) 1991-11-14 1993-05-27 The United States Government As Represented By The Secretary Of The Department Of Health And Human Services Vecteurs comprenant des genes etrangers et des marqueurs selectifs negatifs
GB9125623D0 (en) 1991-12-02 1992-01-29 Dynal As Cell modification
FR2688514A1 (fr) 1992-03-16 1993-09-17 Centre Nat Rech Scient Adenovirus recombinants defectifs exprimant des cytokines et medicaments antitumoraux les contenant.
EP0650370A4 (fr) 1992-06-08 1995-11-22 Univ California Procedes et compositions permettant de cibler des tissus specifiques.
JPH09507741A (ja) 1992-06-10 1997-08-12 アメリカ合衆国 ヒト血清による不活性化に耐性のあるベクター粒子
GB2269175A (en) 1992-07-31 1994-02-02 Imperial College Retroviral vectors
EP0905253A3 (fr) 1992-12-03 2000-11-02 Genzyme Corporation Vecteur adenovira délété de tous les ORF de E4 excepté ORF6
US5981568A (en) 1993-01-28 1999-11-09 Neorx Corporation Therapeutic inhibitor of vascular smooth muscle cells
WO1994023697A1 (fr) 1993-04-22 1994-10-27 Depotech Corporation Liposomes de cyclodextrine encapsulant des composes pharmacologiques et leurs procedes d'utilisation
ATE304604T1 (de) 1993-06-24 2005-09-15 Frank L Graham Adenovirus vektoren für gentherapie
DK0814154T3 (da) 1993-09-15 2009-08-31 Novartis Vaccines & Diagnostic Rekombinante alfavirusvektorer
US6015686A (en) 1993-09-15 2000-01-18 Chiron Viagene, Inc. Eukaryotic layered vector initiation systems
BR9407956A (pt) 1993-10-25 1996-11-26 Canji Inc Composiçao farmacêutica vetor de express o de adenovirus recombinante e kit par reduzir a proliferaçao de células tumorais
JP3002702B2 (ja) 1993-11-16 2000-01-24 スカイファーム インコーポレーテッド 活性物質の制御放出を有する小胞
JP4303315B2 (ja) 1994-05-09 2009-07-29 オックスフォード バイオメディカ(ユーケー)リミテッド 非交差性レトロウイルスベクター
WO1996017072A2 (fr) 1994-11-30 1996-06-06 Chiron Viagene, Inc. Vecteurs d'alphavirus de recombinaison
AU2998597A (en) 1996-05-06 1997-11-26 Chiron Corporation Crossless retroviral vectors
CA2364484A1 (fr) 1999-03-09 2000-09-14 University Of Southern California Methode de stimulation de la proliferation de myocytes et de la reparation des tissus myocardiques
WO2003018768A2 (fr) 2001-08-24 2003-03-06 Incyte Genomics, Inc. Proteine transmembranaire exprimee de façon differentielle dans le cancer
US20130184999A1 (en) 2012-01-05 2013-07-18 Yan Ding Systems and methods for cancer-specific drug targets and biomarkers discovery
CN105349617A (zh) 2014-08-19 2016-02-24 复旦大学 一种对高通量rna测序数据的质量控制方法及装置
CN109689892A (zh) 2016-09-07 2019-04-26 威拉赛特公司 用于检测寻常型间质性肺炎的方法和系统
AU2018282865B2 (en) 2017-06-13 2024-10-10 Bostongene Corporation Systems and methods for generating, visualizing and classifying molecular functional profiles
WO2020068880A1 (fr) 2018-09-24 2020-04-02 Tempus Labs, Inc. Procédés de normalisation et de correction de données d'expression d'arn
CA3146077A1 (fr) 2019-07-03 2021-02-18 Bostongene Corporation Systemes et procedes pour la preparation d'echantillons, le sequencage d'echantillons, la correction de biais de donnees de sequencage et le controle de qualite

Also Published As

Publication number Publication date
AU2020327680A1 (en) 2022-01-20
EP3994696A2 (fr) 2022-05-11
WO2021028726A2 (fr) 2021-02-18
US20210005283A1 (en) 2021-01-07
US20220119881A1 (en) 2022-04-21
US20210005284A1 (en) 2021-01-07
JP2022538499A (ja) 2022-09-02
US12205675B2 (en) 2025-01-21
WO2021028726A3 (fr) 2021-04-29
IL289254A (en) 2022-02-01

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